CN102130746B - Network coding feedback method for coordinated multi-point transmission system - Google Patents
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Abstract
本发明公开了一种多点协作传输系统中的网络编码反馈方法,属于通信技术领域。将需要反馈的信息(如PMI信息)和自身固定要发送的信息(如RS信息)先进行网络编码再发送出去。引入网络编码思想在保持现有上行链路传送开销不变的情况下同时传送反馈信息。由于网络编码后的发送信息序列仍具有较好的互相关性和自相关性,在接收端通过相关检测并寻找最小欧式距离的方法得到PMI信息,本发明以系统需要传输的SRS信息为载体,将自身需要反馈的信息通过网络编码的方式隐藏在网络编码后的SRS序列中,通过减小甚至消除反馈开销来提高传输有效性,有效提高系统吞吐量。
The invention discloses a network coding feedback method in a coordinated multi-point transmission system, which belongs to the technical field of communication. The information that needs to be fed back (such as PMI information) and the information that is fixed to be sent (such as RS information) are first network coded and then sent out. The idea of network coding is introduced to transmit feedback information at the same time while keeping the existing uplink transmission overhead unchanged. Since the transmitted information sequence after network encoding still has good cross-correlation and autocorrelation, the PMI information is obtained by correlation detection and searching for the minimum Euclidean distance at the receiving end. The present invention takes the SRS information that the system needs to transmit as the carrier, The information that needs to be fed back is hidden in the network-coded SRS sequence through network coding, and the transmission efficiency is improved by reducing or even eliminating the feedback overhead, effectively improving the system throughput.
Description
技术领域 technical field
本发明涉及一种通信系统中的反馈传输方案,具体涉及一种在保持系统传输可靠性基础下降低系统反馈开销的网络编码反馈方法,属于通信技术领域。 The invention relates to a feedback transmission scheme in a communication system, in particular to a network coding feedback method for reducing system feedback overhead on the basis of maintaining system transmission reliability, and belongs to the technical field of communication. the
背景技术 Background technique
在多点协作传输(CoMP)系统中,反馈方案的设计对系统性能有非常大的影响,各种隐式反馈、显示反馈和基于SRS(Sounding RS)的反馈方案是目前各大公司讨论的热点。在各种反馈方案的设计过程中,反馈开销是非常重要的考虑因素,需要在尽量降低反馈开销的前提下保持反馈方案性能尽量少的退化,比如隐式反馈方案中,一般把反馈信息限制在有限个比特的预编码向量索引或码本索引。 In the coordinated multi-point transmission (CoMP) system, the design of the feedback scheme has a great impact on the system performance. Various implicit feedback, explicit feedback and feedback schemes based on SRS (Sounding RS) are currently hot topics discussed by major companies. . In the design process of various feedback schemes, feedback overhead is a very important factor to consider. It is necessary to keep the degradation of the performance of the feedback scheme as little as possible under the premise of reducing the feedback overhead as much as possible. For example, in the implicit feedback scheme, the feedback information is generally limited to A precoding vector index or a codebook index with a limited number of bits. the
但无论如何压缩反馈量,反馈信息都需要单独传送,这无疑会增加额外的反馈负担。那么能否在保持现有上行链路传送开销不变的情况下同时传送反馈信息呢? But no matter how the amount of feedback is compressed, the feedback information needs to be transmitted separately, which will undoubtedly increase the additional feedback burden. So can the feedback information be transmitted at the same time while keeping the existing uplink transmission overhead unchanged? the
基于网络编码的反馈可以解决这一问题。在反馈过程中,用户终端(UE)将需要反馈的信息(如PMI信息)跟自身固定要发送的信息(如RS信息)做网络编码后发送出去,接收端解码后可分离出原发送信息和反馈的信息。 Feedback based on network coding can solve this problem. In the feedback process, the user terminal (UE) performs network coding on the information to be fed back (such as PMI information) and the information (such as RS information) to be sent by itself, and sends it out. After decoding, the receiving end can separate the original sent information and Feedback information. the
LTE物理层定义了两种上行RS: The LTE physical layer defines two types of uplink RS:
(1)解调RS(DMRS:Demodulation RS),主要用于信道估计中的相干解调; (1) Demodulation RS (DMRS: Demodulation RS), mainly used for coherent demodulation in channel estimation;
(2)探测RS(SRS:Sounding RS),不与上行数据和控制传输相关联,用于确定信道质量,从而在上行链路中进行频率选择性调度。 (2) Sounding RS (SRS: Sounding RS), which is not associated with uplink data and control transmission, is used to determine channel quality, thereby performing frequency selective scheduling in the uplink. the
目前多采用具有衡包络零自相关(Constant Amplitude Zero Auto-Correlation,CAZAC)特性的序列作为上行参考信号(DMRS/SRS)序列,DMRS随着数据或者控制信息一起发送,其资源位置(时间和频率)由相应的共享信道或者控制信道所确定。而上行Sounding参考信号的发送与上行物理信道无关,是独立的上行信道,根据预定义的周期,终端在需要进行信道测量的频域位置上进行发送。本发明讨论的网络编码是指UE端将PMI跟SRS做网络编码后得到序列 SRS ePMI′,并将其反馈给eNB(基站)端;eNB收到后对所有PMI情况下的网络编码做比较后得出SRS ePMI′,并得出原PMI信息。 At present, sequences with Constant Amplitude Zero Auto-Correlation (CAZAC) characteristics are mostly used as uplink reference signal (DMRS/SRS) sequences. DMRS is sent together with data or control information, and its resource location (time and Frequency) is determined by the corresponding shared channel or control channel. The transmission of the uplink Sounding reference signal has nothing to do with the uplink physical channel, and is an independent uplink channel. According to a predefined period, the terminal transmits at the frequency domain position where channel measurement needs to be performed. The network coding discussed in the present invention refers to that the UE end performs network coding with PMI and SRS to obtain the sequence SRS ePMI', and feeds it back to the eNB (base station) side; after receiving it, the eNB compares the network coding under all PMI situations Get the SRS ePMI', and get the original PMI information. the
发明内容 Contents of the invention
针对CoMP系统中现有反馈方案反馈开销较大的问题,本发明提出了一种在不失系统可靠性前提下,可以很大程度降低(甚至完全消除)反馈开销的网络编码反馈方法。为了提高系统有效性,降低反馈开销,本发明引进网络编码思想,在UE处将线性编码后的PMI′序列与SRS序列进行模2异或运算。 Aiming at the problem that the feedback overhead of the existing feedback scheme in the CoMP system is large, the present invention proposes a network coding feedback method that can greatly reduce (or even completely eliminate) the feedback overhead without losing system reliability. In order to improve the system effectiveness and reduce the feedback overhead, the present invention introduces the idea of network coding, and performs modulo 2 exclusive OR operation on the linearly coded PMI' sequence and the SRS sequence at the UE. the
基站eNB1和eNB2同时为用户UE服务。在一次下行链路传输之后,UE除了需要发送eNB1的导频信息(即SRS序列),还要将eNB2链路的PMI信息反馈给eNB1。已知UE待发射的SRS序列集合中有N种由不同根指数产生的SRS序列,相互之间完全正交。 The base stations eNB1 and eNB2 serve the user UE at the same time. After a downlink transmission, the UE not only needs to send the pilot information (that is, the SRS sequence) of the eNB1, but also needs to feed back the PMI information of the eNB2 link to the eNB1. It is known that in the SRS sequence set to be transmitted by the UE, there are N kinds of SRS sequences generated by different root indices, which are completely orthogonal to each other. the
为了实现上述目的,本发明的技术方案所述多点协作传输系统中的网络编码反馈方法,包括以下步骤: In order to achieve the above object, the network coding feedback method in the coordinated multi-point transmission system described in the technical solution of the present invention comprises the following steps:
步骤1,将用户UE的2k个可能需要反馈给eNB1的eNB2链路的PMI信息进行线性分组编码,即将2k个k比特的PMIi(i=0,1,..,2k-1)进行线性分组编码,映射为2k个长度L比特的长序列,记为PMI′i;L是SRS序列的长度; Step 1, perform linear block coding on the 2 k PMI information of the eNB2 link of the user UE that may need to be fed back to the eNB1, that is, 2 k k-bit PMI i (i=0, 1, .., 2 k -1 ) is linearly block coded, mapped to 2 k long sequences of length L bits, denoted as PMI'i; L is the length of the SRS sequence;
例如当k=4时,PMIi共有16个,i从0到15取值;每次用户UE传输的肯定是这16个中的一个PMIi,k是根据系统性能要求预先设定的,k越长,PMIi携带的信息就越多; For example, when k=4, there are 16 PMI i in total, and i takes a value from 0 to 15; each user UE must transmit one of these 16 PMI i , k is preset according to system performance requirements, k The longer it is, the more information PMI i carries;
步骤2,按照下式将步骤1获得的每个PMI′i和用户UE待发射的SRS序列集合里每个SRS序列进行网络编码: Step 2, perform network coding on each PMI' i obtained in step 1 and each SRS sequence in the SRS sequence set to be transmitted by the user UE according to the following formula:
所述SRS序列集合包括N个SRS序列,每个SRS序列的长度都是L,即和PMI′i的长度相等,每次传输只需传送一个SRS序列,长度L由实际系统要求确定; The SRS sequence set includes N SRS sequences, the length of each SRS sequence is L, that is, equal to the length of PMI'i , each transmission only needs to transmit one SRS sequence, and the length L is determined by the actual system requirements;
将获得的N×2k个网络编码码字 作为网络编码的码字集合S,并建立一个相应的码表,用于存储构成该集合中每个网络编码码字 所对应的SRS和PMIi; The obtained N×2 k network coding codewords As the codeword set S of network coding, and establish a corresponding code table for storing each network coding codeword in the set Corresponding SRS and PMI i ;
此处所述网络编码运算⊙是对两个二进制的序列进行异或运算,得到网络 编码后的新的“01”序列。 The network coding operation ⊙ described here is to perform an XOR operation on two binary sequences to obtain a new "01" sequence after network coding. the
做为优选,此处所述的SRS序列是用户UE待发送的eNB1的导频信息。 Preferably, the SRS sequence described here is the pilot information of eNB1 to be sent by the user UE. the
所述用户UE待发射的SRS序列集合中有N种由不同根指数产生的SRS序列,相互之间完全正交。 In the SRS sequence set to be transmitted by the user UE, there are N kinds of SRS sequences generated by different root indices, which are completely orthogonal to each other. the
步骤3,用户UE根据当前需要反馈给eNB1的eNB2链路的PMIq,以及当前待发射的SRS序列,从步骤2建立的码表中查找所对应的网络编码码字 并将这个 经过调制后向eNB1发送出去,eNB1接收并存储为序列 其中,q为0到2k-1中任意一个整数(含边界),即与i取值范围相同;这种情况在通信双方可以保持同步(即发射端也能调用步骤2建立的码表)时可以节省很大的计算量,不用每次发射都进行编码和异或运算,直接查表就可以得到对应的网络编码码字 Step 3. According to the current need to feed back the PMI q of the eNB2 link to eNB1 and the current SRS sequence to be transmitted, the user UE searches for the corresponding network coding codeword from the code table established in step 2 and put this After modulation, it is sent to eNB1, and eNB1 receives and stores it as a sequence Among them, q is any integer from 0 to 2 k -1 (including the boundary), that is, the value range of i is the same; in this case, the two sides of the communication can maintain synchronization (that is, the transmitter can also call the code table established in step 2) It can save a lot of calculation, instead of encoding and XOR operation for each transmission, you can directly look up the table to get the corresponding network encoding codeword
或者在UE处将PMIi进行线性分组编码获得PMI′q序列,再将PMI′q与当前待发射的SRS序列进行如步骤2所述的网络编码,生成 并将这个 经过调制后向eNB1发送出去,eNB1接收并存储为序列 这种情况适用于通信双方无法可以保持同步(即发射端不能调用步骤2建立的码表)的系统。 Or perform linear block coding on the PMI i at the UE to obtain the PMI'q sequence, and then perform network coding on the PMI'q and the current SRS sequence to be transmitted as described in step 2 to generate and put this After modulation, it is sent to eNB1, and eNB1 receives and stores it as a sequence This situation is applicable to the system where the communication parties cannot maintain synchronization (that is, the transmitter cannot call the code table established in step 2).
步骤4,eNB1在网络编码的码字集合S的N×2k个网络编码码字中搜索,与接收到的码字 进行比较,即按照如下原则估计实际发送的序列: Step 4, eNB1 searches in the N×2 k network coding codewords of the network coding codeword set S, and the received codewords For comparison, that is, to estimate the actual sent sequence according to the following principles:
式中S为步骤2建立的网络编码后的码字集合, 为Frobenius范数的平方—这里是把 和 当作向量来处理的。上面公式实际就是要在集合S中这N×2k个可能的网络编码码字中寻找一个与 序列欧式距离最近的网络编码,即两者作差运算后得到的序列向量模值最小。其中 唯一对应集合S中N×2k个网络编码码字的一个,找到这个使范数平方最小的网络编码就意味着同时找到了用户UE实际发送的PMIq序列和SRS序列; In the formula, S is the code word set after the network coding established in step 2, is the square of the Frobenius norm—here the and treated as a vector. The above formula is actually to find one of the N×2 k possible network coding codewords in the set S that matches The network coding with the closest sequence Euclidean distance, that is, the sequence vector modulus obtained after the difference operation between the two is the smallest. in It uniquely corresponds to one of the N×2 k network codewords in the set S, and finding this network code that minimizes the norm square means that the PMI q sequence and the SRS sequence actually sent by the user UE are found at the same time;
注意,步骤3中的 表示UE实际发送的网络编码序列,步骤4中的 表示接收端估计的UE发送的网络编码序列,在没有差错的情况下两者是一样的,有差错情况下有可能误判为另一个网络编码。 Note that in step 3 the Indicates the network coding sequence actually sent by the UE, in step 4 Indicates the network code sequence sent by the UE estimated by the receiving end. If there is no error, the two are the same. If there is an error, it may be misjudged as another network code.
步骤5,确定 以后,根据步骤2建立的码表(即所有可能的SRS序列和所有可能的PMI′i序列异或运算得到的网络编码码字表)找到对应的SRS和 PMI′q。由于事先对PMIi做的是线性分组编码,所以找到码表中的码字PMI′q以后只需要取分组码字PMI′q的前k位即为PMIq。 Step 5, OK Afterwards, find the corresponding SRS and PMI' q according to the code table established in step 2 (that is, the network coding code word table obtained by XOR operation of all possible SRS sequences and all possible PMI' i sequences). Since the PMI i is linearly block coded in advance, after finding the code word PMI′ q in the code table, only the first k bits of the block code word PMI′ q need to be obtained as PMI q .
作为优选的方案,步骤1中,待进行线性分组编码的k位PMI信息是根据实际系统需要传输的信息决定的,但如何将k位PMI序列映射(即线性编码)到L位的PMI′i序列却有不同的映射编码规则。本发明通过计算机搜索,获得了将2k个k位PMI序列的每一个k位PMI序列映射编码成L位的PMI′i序列的最佳的映射编码规则。搜索的原则是按照此映射编码规则,使得需要传输的k位PMI信息序列进行步骤1所述的线性分组编码后,再与SRS进行网络编码所得到的码字 应具有良好的自相关性和互相关性,当保证网络编码码字仍具有较好的自相关性和互相关性时,可以利用码字集合S中的 按照传统方法在受到干扰的接收信号,即下式中的信号Y(小区发射信号时会对周围邻小区接收信号形成干扰)中提取出匹配基站的信号进行分析,得到信道状态信息。下面从理论上说明本发明提出的网络编码反馈方法具有实际可操作性,能够用来区分不同用户的信号。 As a preferred solution, in step 1, the k-bit PMI information to be linearly block-coded is determined according to the information that the actual system needs to transmit, but how to map (ie, linearly encode) the k-bit PMI sequence to the L-bit PMI'i Sequences have different mapping encoding rules. The present invention obtains the best mapping encoding rule for mapping and coding each k-bit PMI sequence of 2 k k-bit PMI sequences into L-bit PMI' i sequences through computer search. The principle of searching is to follow this mapping coding rule, so that the k-bit PMI information sequence to be transmitted is subjected to the linear block coding described in step 1, and then the codeword obtained by network coding with SRS It should have good autocorrelation and cross-correlation. When the network coding codewords still have good autocorrelation and cross-correlation, you can use the codeword set S According to the traditional method, the signal of the matching base station is extracted from the interfered received signal, that is, the signal Y in the following formula (when the cell transmits the signal, it will interfere with the received signal of the surrounding adjacent cells) and analyzed to obtain the channel state information. The following theoretically demonstrates that the network coding feedback method proposed by the present invention is practical and operable, and can be used to distinguish signals of different users.
一般在某个小区的接收端,信号会受到其它不同小区的干扰,用Y表示接收信号,共有n个小区,Xj表示第j个小区发射的信号,网络编码码字 即PMI′me SRSj,表示第j个小区的识别序列,其中PMI′m为需要反馈的PMI序列进行线形分组编码后的序列,m∈{0,1,2,...,2k-1},SRSj为未进行网络编码前的完全正交的SRS序列,j∈{1,2,...,n};不同 序列之间具有良好的自相关性和互相关性(如附图5所示),利用这种性质为不同的基站找到自己的匹配信号。 Generally, at the receiving end of a certain cell, the signal will be interfered by other different cells. Use Y to indicate the received signal. There are n cells in total. X j represents the signal transmitted by the jth cell. The network code word That is, PMI′ m e SRS j represents the identification sequence of the jth cell, where PMI′ m is the sequence of the PMI sequence that needs to be fed back and undergoes linear block coding, m∈{0, 1, 2,..., 2 k -1}, SRS j is a completely orthogonal SRS sequence before network coding, j ∈ {1, 2, ..., n}; different The sequences have good auto-correlation and cross-correlation (as shown in Fig. 5 ), and use this property to find their own matching signals for different base stations.
在第j个基站处,为了提取出第j个小区发射的信号Xj,由网络编码码字的自相关性和互相关性,因此只需对接收信号Y做异或运算,即 At the j-th base station, in order to extract the signal X j transmitted by the j-th cell, the auto-correlation and cross-correlation of the codeword are coded by the network, so it is only necessary to perform an XOR operation on the received signal Y, that is
对比现有技术,本发明的有益效果在于,通信源端在保持信息传输可靠性的前提下,通过减小甚至消除反馈开销来提高传输有效性。网络编码思想的引入能在保持现有上行链路传送开销不变的情况下同时传送反馈信息。由于网络编码后的发送信息序列仍具有较好的互相关性和自相关性,在接收端可以通过相关检测并寻找最小欧式距离的办法得到PMI信息,以后进一步可以由接收到的加噪信息序列和未加噪的信源发送信息序列得到信道质量估计值。本发明以 系统原本就需要传输的SRS信息为载体,将自身需要反馈的信息通过网络编码的方式隐藏在网络编码后的SRS序列中,能减小或完全消除(由PMI序列相对于SRS序列的长度决定)传统反馈方案中无法避免的反馈负担,从而有效提高系统吞吐量。 Compared with the prior art, the beneficial effect of the present invention is that, on the premise of maintaining the reliability of information transmission, the communication source improves the transmission efficiency by reducing or even eliminating the feedback overhead. The introduction of the network coding idea can transmit the feedback information at the same time while keeping the existing uplink transmission overhead unchanged. Since the transmitted information sequence after network coding still has good cross-correlation and autocorrelation, at the receiving end, the PMI information can be obtained by correlation detection and finding the minimum Euclidean distance, and the received noise-added information sequence can be further used in the future The channel quality estimation value is obtained by sending the information sequence with the non-noise-added signal source. The present invention takes the SRS information that the system originally needs to transmit as the carrier, and hides the information that needs to be fed back in the SRS sequence after the network coding by means of network coding, which can reduce or completely eliminate (the difference between the PMI sequence and the SRS sequence) length decision) the unavoidable feedback burden in traditional feedback schemes, thus effectively improving the system throughput. the
附图说明 Description of drawings
图1为本发明选用的基于网络编码的反馈模型图; Fig. 1 is the feedback model diagram based on network coding that the present invention selects;
图2为本发明设计的CoMP系统网络编码反馈方案; Fig. 2 is the CoMP system network coding feedback scheme designed by the present invention;
图3为本发明通过计算机搜索到的编码后有较好互相关性的PMI′i码本图; Fig. 3 is that the present invention has the PMI ' i codebook figure of better cross-correlation after the coding that searched by computer;
图4为本发明方案下得到的PMI解码错误率图; Fig. 4 is the PMI decoding error rate figure obtained under the scheme of the present invention;
图5为本发明选用的网络编码后36比特长度 序列的相关性曲线图。 Fig. 5 is the 36 bit length after the network coding that the present invention selects Correlation plot of the series.
具体实施方式 Detailed ways
为使发明的目的、技术方案及优点更加清楚明白,下面将结合附图对本发明的实施例进行详细描述。本实施例在以发明技术方案为前提进行实施,给出了详细实施方式和具体操作过程,但本发明的保护范围不限于下述的实施例。 In order to make the object, technical solution and advantages of the invention clearer, the embodiments of the invention will be described in detail below in conjunction with the accompanying drawings. This embodiment is carried out on the premise of the technical solution of the invention, and the detailed implementation and specific operation process are given, but the protection scope of the present invention is not limited to the following embodiments. the
如附图1所示,基站eNB1和eNB2同时为用户UE服务(本发明只限于两个基站服务一个UE的情况,且两个基站同时为UE服务,不分先后时序,两个不同传输只占用一个时隙,可以提高系统吞吐量,这正是本专利提出方案的优势所在)。在一次下行链路传输之后,UE除了需要发送eNB1的导频信息(即SRS序列),还要将eNB2链路的PMI信息反馈给eNB1。已知UE待发射的SRS序列集合中有N种由不同根指数产生的SRS序列,相互之间完全正交。 As shown in Figure 1, the base stations eNB1 and eNB2 serve the user UE at the same time (the present invention is limited to the case where two base stations serve one UE, and the two base stations serve the UE at the same time, regardless of sequence, and the two different transmissions only occupy One time slot can improve the system throughput, which is the advantage of the solution proposed in this patent). After a downlink transmission, the UE not only needs to send the pilot information (that is, the SRS sequence) of the eNB1, but also needs to feed back the PMI information of the eNB2 link to the eNB1. It is known that in the SRS sequence set to be transmitted by the UE, there are N kinds of SRS sequences generated by different root indices, which are completely orthogonal to each other. the
如上所述UE每次需要传输一个k位的PMIi序列和一个SRS序列,本发明要做的就是找出用户UE传输的这个PMIi和相应的SRS;可能的PMIi序列有2k种,通过将所有PMIi序列对应的网络编码结果与接收到的序列一一比较,和哪个最相似,就认为是哪个PMIi,即传输的PMIi序列对于接收端来说是不知道的,接收端只知道所有可能的情况,采取一一比较的方式找到最有可能的结果作为最终的解。 As mentioned above, the UE needs to transmit a k-bit PMI i sequence and an SRS sequence each time. What the present invention needs to do is to find out the PMI i and the corresponding SRS transmitted by the user UE; there are 2 k possible PMI i sequences, By comparing the network coding results corresponding to all PMI i sequences with the received sequences one by one, which one is most similar to which PMI i is considered, that is, the transmitted PMI i sequence is unknown to the receiving end, and the receiving end Only know all possible situations, and take one-to-one comparison to find the most likely result as the final solution.
在通信系统中,信源除了要传输信宿所需要的信息外,还需要反馈自身特有的信息。现有的显式反馈,隐式反馈或是基于SRS(Sounding RS)的反馈方案,无论如何压缩反馈量,反馈信息都需要单独传送,这无疑会增加额外的反 馈负担。而网络编码思想的引入能在保持现有上行链路传送开销不变的情况下同时传送反馈信息。具体方法是将需要反馈的信息(如PMI信息)和自身固定要发送的信息(如RS信息)先进行网络编码再发送出去。由于网络编码后的发送信息序列仍具有较好的互相关性和自相关性,在接收端可以通过相关检测并寻找最小欧式距离的办法得到PMI信息(如图2所示)。 In a communication system, in addition to transmitting the information required by the sink, the information source also needs to feed back its own unique information. In the existing explicit feedback, implicit feedback or SRS (Sounding RS)-based feedback schemes, no matter how the feedback volume is compressed, the feedback information needs to be transmitted separately, which will undoubtedly increase the additional feedback burden. The introduction of the network coding idea can transmit the feedback information at the same time while keeping the existing uplink transmission overhead unchanged. The specific method is to perform network coding on the information that needs to be fed back (such as PMI information) and the information that is fixed to be sent (such as RS information) before sending out. Since the transmitted information sequence after network coding still has good cross-correlation and autocorrelation, the PMI information can be obtained by correlation detection and finding the minimum Euclidean distance at the receiving end (as shown in Figure 2). the
本发明讨论的网络编码是指UE端将PMI跟SRS做网络编码后得到序列SRSe PMI′,并将其反馈给eNB(基站)端;eNB收到后对所有PMI情况下的网络编码做比较后得出SRS ePMI′,并得出原PMI信息。 The network coding discussed in the present invention refers to that the UE end performs network coding with PMI and SRS to obtain the sequence SRSe PMI', and feeds it back to the eNB (base station) side; after receiving it, the eNB compares the network coding under all PMI situations Get the SRS ePMI', and get the original PMI information. the
值得注意的是,由于需要传输的PMI信息序列长度和SRS序列长度不同,在两者作网络编码操作之前必须将相对较短的PMI序列映射为与SRS序列等长的序列PMI′,使得映射后的PMI′与SRS序列作网络编码后得到的SRS′序列具有很好的互相关特性。为了在接收端能简单的提取出原始的PMI信息,本发明采用系统的线性分组码来实现从PMI序列到PMI′的一一映射,具体通过计算机搜索的办法找到能满足网络编码后有较好互相关特性的PMI′码。从初步的仿真结果可以发现,把PMI信息跟SRS序列做网络编码后,在接收端可以很好地复原出反馈信息PMI。 It is worth noting that since the length of the PMI information sequence to be transmitted is different from that of the SRS sequence, the relatively short PMI sequence must be mapped to a sequence PMI′ of the same length as the SRS sequence before the network coding operation of the two, so that after mapping The SRS' sequence obtained by network coding the PMI' and the SRS sequence has a good cross-correlation property. In order to extract the original PMI information simply at the receiving end, the present invention adopts the linear block code of the system to realize the one-to-one mapping from the PMI sequence to the PMI'. PMI' codes for cross-correlation properties. From the preliminary simulation results, it can be found that after network encoding of PMI information and SRS sequence, the feedback information PMI can be well restored at the receiving end. the
不失一般性,本实施例设SRS长度L=36,PMI长度k=4,可能的SRS序列有三种,即N=3。 Without loss of generality, in this embodiment, it is assumed that the SRS length L=36, the PMI length k=4, and there are three possible SRS sequences, that is, N=3. the
步骤1,在UE处根据计算机搜索出最佳的编码规则,对长度为4的PMI序列做线性分组编码映射,得到长度为36bit的PMI′i序列,对应的24=16种PMI的线性分组编码码表如图3所示。 Step 1, search out the best coding rule at the UE according to the computer, do linear block coding mapping on the PMI sequence with a length of 4, and obtain a PMI' i sequence with a length of 36 bits, corresponding to 2 4 =16 linear blocks of PMI Encoding code table shown in Figure 3 .
此处的最佳编码规则是应使PMI进行线性分组编码后,再与SRS进行网络编码所得到的码字仍具有良好的自相关性和互相关性。 The best coding rule here is to make the code words obtained by network coding with SRS after linear block coding of PMI still have good auto-correlation and cross-correlation. the
图3中,Mapping共16行36列,每一行为一个码字,分别为PMI0=[0 0 0 0]到PMI15=[1 1 1 1]对应的线性分组码字。这些码字是有计算机搜索得到,并保持码重和码字间汉明距离的尽量相等。事实上,前14行的码字重量均为18,最后两个码字重量为17,这16个线性分组码字彼此之间的汉明距离在16到20之间。按照图3所示编码规则对PMI序列进行线性分组编码后,再与SRS进行网络编码所得到的码字仍具有良好的自相关性和互相关性; In Fig. 3, Mapping has 16 rows and 36 columns in total, and each row is a codeword, which are linear block codewords corresponding to PMI 0 = [0 0 0 0] to PMI 15 = [1 1 1 1]. These codewords are obtained by computer search, and the code weight and the Hamming distance between the codewords are kept as equal as possible. In fact, the first 14 lines all have codewords with weight 18, and the last two codewords have weight 17, and these 16 linear block codewords have a Hamming distance between 16 and 20 from each other. According to the coding rules shown in Figure 3, the PMI sequence is linearly block-coded, and then the codewords obtained by network coding with SRS still have good autocorrelation and cross-correlation;
步骤2,UE对长度相等均为36比特的SRS序列和步骤1得到的PMI′i序列 做网络编码运算, Step 2, the UE performs network coding operations on the SRS sequences with equal lengths of 36 bits and the PMI'i sequences obtained in step 1,
上式中SRSq表示需要发送的长度为36位的待发送SRS序列, 表示SRSq中的第t位比特,t∈{1,2,...35,36};PMI′i表示16个可能的待发送的PMI线性编码后序列中的一个,i∈{0,1,...,15},而PMI′ij∈{0,1}表示PMI′i序列中的第j位比特,j∈{1,2,...35,36}。 In the above formula, SRS q represents the SRS sequence to be sent with a length of 36 bits to be sent, Represents the t-th bit in SRS q , t∈{1, 2,...35, 36}; PMI′ i represents one of the 16 possible PMI linearly encoded sequences to be sent, i∈{0, 1, ..., 15}, and PMI′ ij ∈ {0, 1} represents the jth bit in the PMI′ i sequence, j ∈ {1, 2, ... 35, 36}.
将获得的3×24=48个网络编码码字 作为网络编码的码字集合S,并建立一个相应的码表,用于存储构成该集合中每个网络编码码字 所对应的SRS和PMIi; The obtained 3×2 4 =48 network coding codewords As the codeword set S of network coding, and establish a corresponding code table for storing each network coding codeword in the set Corresponding SRS and PMI i ;
步骤3,用户UE根据当前需要反馈给eNB1的eNB2链路的PMIq,以及当前待发射的SRS序列,从步骤2建立的码表中查找所对应的网络编码码字 并将这个 经过调制后向eNB1发送出去,eNB1接收并存储为序列 其中,q为0到15中任意一个整数(含边界),即与i取值范围相同; Step 3. According to the current need to feed back the PMI q of the eNB2 link to eNB1 and the current SRS sequence to be transmitted, the user UE searches for the corresponding network coding codeword from the code table established in step 2 and put this After modulation, it is sent to eNB1, and eNB1 receives and stores it as a sequence Among them, q is any integer from 0 to 15 (including boundaries), that is, the value range is the same as that of i;
或者当发射端不能调用步骤2建立的码表时,在UE处将PMIi进行线性分组编码获得PMI′q序列,再将PMI′q与当前待发射的SRS序列进行如步骤2所述的网络编码,生成 并将这个 经过调制后向eNB1发送出去,eNB1接收并存储为序列 Or when the transmitter cannot call the code table established in step 2, perform linear block coding on PMI i at the UE to obtain the PMI' q sequence, and then perform the network operation as described in step 2 on the PMI' q and the current SRS sequence to be transmitted encode, generate and put this After modulation, it is sent to eNB1, and eNB1 receives and stores it as a sequence
步骤4,eNB1搜索由所有可能的3种SRS序列和所有可能的16种PMI′i序列异或运算可得到3×24=48个网络编码码字。将这48个网络编码码字与接得到的码字 比较,找出与 有最小欧式距离的其中一个码字 认为是实际发送的序列: Step 4, eNB1 searches for 3×2 4 =48 network coding codewords obtained by XOR operation of all possible 3 kinds of SRS sequences and all possible 16 kinds of PMI′ i sequences. Combine these 48 network encoding codewords with the received codewords compare to find One of the codewords with the smallest Euclidean distance Considered to be the sequence actually sent:
步骤5,确定 以后,根据码表(即所有可能的3种SRS序列和所有可能的16种PMIi序列异或运算得到的网络编码码字表)找到对应的PMIi。 Step 5, OK Afterwards, find the corresponding PMI i according to the code table (that is, the network coding code word table obtained by XOR operation of all possible 3 kinds of SRS sequences and all possible 16 kinds of PMI i sequences).
由于通过计算机编程搜索出来的线性分组码能保证网络编码后的 仍具有较好的互相关性和自相关性(如附图5所示),所以可以利用得到的 按照传统方法在受到干扰的信号(小区发射信号时会对周围邻小区接收信号形成干扰)中提取出匹配基站的信号进行分析,得到信道状态信息。 Since the linear block code searched by computer programming can guarantee the network coding still has good cross-correlation and autocorrelation (as shown in Figure 5), so the obtained According to the traditional method, the signal of the matching base station is extracted from the interfered signal (when the cell transmits the signal, it will interfere with the signal received by the surrounding adjacent cells) for analysis, and the channel state information is obtained.
根据上面的Mapping中码字对SRS进行网络编码并进行仿真分析,图4给 出了经过网络编码后在接收端恢复PMI的效果,仿真模型中只对 加上高斯白噪声的干扰。PMI解码错误率是指解码错误的PMI个数在总的PMI中所占的比例;SNR是信号功率(SRS是恒福序列,分布在单位圆上,功率为1)对噪声功率的比值。从图4可以看出,本发明具有很好的传输可靠性。 According to the codewords in the above Mapping, the SRS is network coded and simulated. Figure 4 shows the effect of recovering the PMI at the receiving end after network coding. In the simulation model, only Interference with Gaussian white noise. The PMI decoding error rate refers to the proportion of the number of decoding errors in the total PMI; SNR is the ratio of the signal power (SRS is a constant blessing sequence, distributed on the unit circle, and the power is 1) to the noise power. It can be seen from Fig. 4 that the present invention has good transmission reliability.
而要保证接收端能区分提取出与之对应的信号,则需保证编码后序列良好的互相关特性。下面单独研究网络编码后对SRS序列相关特性的影响。 To ensure that the receiving end can distinguish and extract the corresponding signals, it is necessary to ensure good cross-correlation characteristics of the encoded sequences. The influence of network coding on the sequence correlation characteristics of SRS is studied separately below. the
取三个SRS序列 和 对应的根指数分别为q1=25、q2=29和q3=34。序列 跟 和 的相关特性分别记为R1-1、R1-2和R1-2。网络编码使用序列随机产生,编码后的序列记为 和 Take three SRS sequences and The corresponding root indices are q1=25, q2=29 and q3=34, respectively. sequence and and Relevant properties of are denoted as R 1-1 , R 1-2 and R 1-2 , respectively. The network encoding is randomly generated using a sequence, and the encoded sequence is denoted as and
序列长度L=36时,网络编码前后SRS序列相关特性见图5,图中画出了q=25,PMI=0000时的网络编码码字与其自身相关的自相关性能曲线(如图5中纵坐标达到1的带“o”型曲线所示)以及跟其他所有可能的3×16-1=47种不同码字的互相关性能曲线(带“o”,“*”,“x”型曲线分别表示三个不同的根指数q1=25、q2=29和q3=34对应的序列运算结果)。 When the sequence length L=36, the SRS sequence correlation characteristics before and after the network coding are shown in Fig. 5, and q=25 is drawn in the figure, the autocorrelation performance curve (as shown in Fig. Coordinates reach 1 shown in the band "o" type curve) and with all other possible 3 * 16-1=47 kinds of cross-correlation performance curves of different code words (band "o", "*", "x" type curve Respectively represent the sequence operation results corresponding to three different root indices q 1 =25, q 2 =29 and q 3 =34).
如图5所示,网络编码前后,SRS序列的自相关性曲线在0点都有明显的冲激, 与 的互相关值一只维持在0.4以下,也就是说网络编码之后的不同SRS码字序列之间仍然可以通过相关特性加以区分。事实上,这里为原SRS做网络编码使用的是随机比特序列,如果能设计好线性分组码字,可获得更好的互相关特性。 As shown in Figure 5, before and after network coding, the autocorrelation curve of the SRS sequence has obvious impulse at 0 point, and The cross-correlation value of is only maintained below 0.4, which means that different SRS codeword sequences after network coding can still be distinguished by correlation characteristics. In fact, the network coding for the original SRS here uses a random bit sequence. If a linear block code can be designed, better cross-correlation characteristics can be obtained.
图5表明:网络编码后的 仍具有较好的互相关性和自相关性,所以可以按照传统方法在受到干扰的信号中提取出匹配基站的信号进行分析,得到信道状态信息。 Figure 5 shows that: after network coding It still has good cross-correlation and autocorrelation, so the signal of the matching base station can be extracted from the interfered signal according to the traditional method for analysis, and the channel state information can be obtained.
以上所述的具体描述,对发明的目的、技术方案和有益效果进行了进一步详细说明,所应理解的是,以上所述仅为本发明的具体实施例而已,并不用于限定本发明的保护范围,凡在本发明的精神和原则之内,所做的任何修改、等同替换、改进等,均应包含在本发明的保护范围之内。 The specific description above further elaborates the purpose, technical solution and beneficial effect of the invention. It should be understood that the above description is only a specific embodiment of the present invention and is not used to limit the protection of the present invention. Any modification, equivalent replacement, improvement, etc. made within the spirit and principles of the present invention shall be included within the protection scope of the present invention. the
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